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Janik Tinz

Data Scientist

Languages

  • German (Native)
  • English (Professional)

Interests

  • Football
  • Surfing
  • Travel

Career Profile

I am a Data Scientist and Software Engineer. My research areas are topics in the financial sector with a focus on Deep Learning. I am always open to new projects in these fields. Don’t hesitate to contact me!

Education

Master of Business Administration in Finance

2023 - Present
AIM - Austrian Institute of Management, Burgenland
  • Private Equity and Venture Capital
  • Investments
  • Green Finance

Master of Science in Data Science

2019 - 2022
University of Applied Sciences, Darmstadt
  • Machine Learning
  • Computer Vision
  • Statistics

Bachelor of Science in Computer Science

2015 - 2019
University of Applied Sciences, Darmstadt
  • Augmented Reality
  • Internet of Things
  • Databases

Experiences

Data Scientist and Software Engineer

2023 - Present
Tinz Twins

Tasks:

  • Data Analytics
  • Deep Learning
  • Content Creation

Software Engineer

2021 - 2023
Accso Accelerated Solutions GmbH, Darmstadt

Tasks:

  • Data Analytics
  • Computer Vision
  • Industrial Internet of Things

Junior Software Engineer

2019 - 2021
Accso Accelerated Solutions GmbH, Darmstadt

Tasks:

  • Data Analytics
  • Augmented Reality
  • Industrial Internet of Things

Teaching Assistant

2017 - 2019
University of Applied Sciences, Darmstadt

Tasks:

  • Teaching students in mathematics
  • Administration of written exams

Scientific Publications

  • Visualisierung des Trainingsprozesses eines Convolutional Neural Networks*
    • Janik Tinz
    GRIN Verlag, 2021
  • Aufwandsschätzung in Data Science Projekten*
    • Janik Tinz
    GRIN Verlag, 2021
  • Realisierung eines Beleuchtungsmodells mithilfe von Ray-Tracing*
    • Patrick Tinz and Janik Tinz
    GRIN Verlag, 2021
  • Vermessung von Objekten ohne Referenzobjekt. Literatur-Review*
    • Patrick Tinz and Janik Tinz
    GRIN Verlag, 2020
  • Vermessung von spiegelnden Werkzeugen mithilfe von OpenCV*
    • Janik Tinz and Patrick Tinz
    GRIN Verlag, 2020
  • Zur Lokalisation von Gesichtern. Echtzeitdetektion in Drohnenaufnahmen*
    • Janik Tinz and Patrick Tinz
    GRIN Verlag, 2020
  • Mixed-Reality-Apps für die Industrie 4.0 - SmARt Factory - Planen, Analysieren und Visualisieren
    • Patrick Tinz and Janik Tinz
    windows.developer, 10.2020
  • Knowledge Management Models for the Smart Factory - A Comparative Analysis of Current Approaches
    • Patrick Tinz, Janik Tinz und Stefan Zander
    In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019), pages 398-404, Vienna Austria
  • Knowledge Management Models for Smart Manufacturing – A Comparison of Current Approaches
    • Janik Tinz, Patrick Tinz and Stefan Zander
    ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb June 2019, Vol. 114, No 6. Pages: 404–407
  • Die Rolle des Wissensmanagements in der Industrie 4.0*
    • Patrick Tinz and Janik Tinz
    GRIN Verlag, 2019

    Thesis

  • Realisierung der Erklärbarkeit eines Deep Learning Modells für die Qualitätssicherung in der Spritzgussfertigung
    • Janik Tinz
    University of Applied Sciences - Darmstadt, Department Mathematics and Natural Sciences (2022)
  • Virtuelle Erweiterung eines physischen Modells mithilfe von Augmented Reality unter Berücksichtigung eines sensor- und aktorbasierten Kommunikationssystems
    • Janik Tinz
    University of Applied Sciences - Darmstadt, Department Computer Science (2019)